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humanizer-zh - Humanize Chinese Text and Remove AI Phrasing

Removes translation-style phrasing, AI-generated patterns, and mechanical structures from Chinese prose to make it read like native writing.

Tags

Updated: 2026-09-22

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Remove translation-style phrasing
  • Eliminate empty buzzwords
  • Break mechanical structures
  • Optimize sentence rhythm
  • Standardize punctuation and terms
  • Apply specific author voices

Inputs

  • Chinese text to humanize
  • Author voice preferences
  • Project configuration files
  • Reference pattern files

Outputs

  • Humanized Chinese text
  • Text issue explanations
  • Rewrite variants

Requirements

  • Access to reference files

Source

  • Spec: SKILL.md

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chinese
humanizer
editing
copywriting
style-guide
Remove translation-style phrasing
Eliminate empty buzzwords
Break mechanical structures
Optimize sentence rhythm
Chinese text to humanize
Author voice preferences
Project configuration files
Humanized Chinese text
Text issue explanations
Rewrite variants